| | --- |
| | base_model: ytu-ce-cosmos/Turkish-Llama-8b-DPO-v0.1 |
| | tags: |
| | - text-generation-inference |
| | - transformers |
| | - unsloth |
| | - llama |
| | - trl |
| | - reasoning |
| | - bilingual |
| | license: apache-2.0 |
| | language: |
| | - tr |
| | - en |
| | new_version: RefinedNeuro/RN_TR_R2 |
| | --- |
| | |
| | <p align="center"> |
| | <img src="https://huggingface.co/RefinedNeuro/RN_TR_R1/resolve/main/rntrr1.png" width="600"/> |
| | </p> |
| |
|
| | # 🧠 RN_TR_R1 - Turkish-English Reasoning Chat Model (8.03B) |
| |
|
| | RN_TR_R1 is an open-source, bilingual reasoning chat model fine-tuned on Turkish and English dialogue. It is optimized for instruction-following, multi-step reasoning, and real-time conversation. Built on LLaMA architecture and trained 2x faster with [Unsloth](https://unsloth.ai) + TRL. |
| |
|
| | ## ✨ Highlights |
| |
|
| | - 🗣️ **Bilingual**: Turkish-first with strong English understanding |
| | - ⚡ **2x Training Speed**: Thanks to Unsloth + TRL |
| | - 🧠 **Reasoning Ready**: Handles complex instructions, multi-turn logic, and structured thinking |
| | - 🧩 **Conversational Tuning**: Optimized for chat + instruction formats |
| | - 🌐 **Available on**: [Ollama](https://ollama.com/library/rn_tr_r1), [Hugging Face](https://huggingface.co/RefinedNeuro/RN_TR_R1) |
| |
|
| | ## 🚀 Quick Start |
| |
|
| | ```python |
| | # via Ollama |
| | ollama run RefinedNeuro/RN_TR_R1 |
| | |
| | # or via Transformers |
| | from transformers import AutoModelForCausalLM, AutoTokenizer |
| | |
| | model = AutoModelForCausalLM.from_pretrained("RefinedNeuro/RN_TR_R1") |
| | tokenizer = AutoTokenizer.from_pretrained("RefinedNeuro/RN_TR_R1") |
